Seaborn-image

What’s Changed

This is a patch release with only one new feature (see below)

:rocket: Features

* `load_image()` can be used outside the repo scope (74) SarthakJariwala

`load_image` was previously used and written to work for internal documentation purposes. Now, with new implementation it can be used externally (i.e outside the scope of the repo documentation).
So, users can do the following -
python
import seaborn_image as isns

data = isns.load_image("polymer")


:books: Documentation

* Update docs (76) SarthakJariwala
* Add contributing guidelines (75) SarthakJariwala

:construction_worker: Continuous Integration

* Update dependabot.yml for auto-updating dependencies across actions (77) SarthakJariwala

:package: Build System

* Bump codecov from 2.1.9 to 2.1.10 (60) dependabot
* Bump sphinx from 3.2.1 to 3.3.1 (70) dependabot
* Bump nbsphinx from 0.7.1 to 0.8.0 (64) dependabot
* Bump matplotlib from 3.3.2 to 3.3.3 (69) dependabot
* Bump pytest from 6.1.1 to 6.1.2 (65) dependabot
* Bump scipy from 1.5.2 to 1.5.4 (67) dependabot

You may also refer to the [tutorial](https://seaborn-image.readthedocs.io/en/latest/tutorial.html) or examples in the [gallery](https://seaborn-image.readthedocs.io/en/latest/auto_examples/index.html) and [reference](https://seaborn-image.readthedocs.io/en/latest/reference.html).

:rocket: Features

* `ImageGrid()` - plot collection of 2D images or multi-dimensional images
* `ImageGrid()` to plot multiple images along a grid (51) SarthakJariwala
* Dynamic indexing in `ImageGrid` (68) SarthakJariwala
* `map_func` to transform image data (68) SarthakJariwala
* `rgbplot()`, as a special case of `ImageGrid()` (52) SarthakJariwala
* Add `alpha`, `origin`, `norm`, `interpolation` and `cbar_log` to `imgplot()` (53) SarthakJariwala
* Exclude outliers using `robust` parameter while plotting (37) SarthakJariwala
* `map_func` to transform input image for `imgplot()`, `imghist()`, `ImageGrid()` (68) SarthakJariwala
* Upgrades to `fftplot()` (45) SarthakJariwala
* Add `height` and `aspect` parameters to `imghist()` (44) SarthakJariwala
* Stricter separation between axes and fig level functions (43) SarthakJariwala
* despine/respine globally using `despine` parameter in `set_image()` (56) SarthakJariwala
* `load_image()` function to get data now shipped with `seaborn-image` (39) SarthakJariwala
* `filterplot()`, and by extension `FilterGrid`, now accepts any callable filter (36) SarthakJariwala
* `FilterGrid()` class added (30) SarthakJariwala

:books: Documentation

* Add detailed tutorials (62) SarthakJariwala
* Update documentation (61) SarthakJariwala
* Update example gallery and readme (42) SarthakJariwala
* Use `matplotlib` plot-directive in docstring examples (40) SarthakJariwala
* Reformat docstrings to numpy style (40) SarthakJariwala

:fire: Removals and Deprecations

* Clean up `imgplot` and other function kwargs (40) SarthakJariwala
- `cbar_dict`
- `title`
- `title_dict`

:rotating_light: Testing

* Improve testing (40) SarthakJariwala

Other Changes

* Bump pytest from 6.0.2 to 6.1.1 (59) dependabot
* Update classifiers and data in `pyproject.toml` (55) SarthakJariwala
* Bump coverage from 5.2.1 to 5.3 (49) dependabot
* Bump pytest from 6.0.1 to 6.0.2 (47) dependabot
* Bump xdoctest from 0.14.0 to 0.15.0 (48) dependabot
* Bump codecov from 2.1.8 to 2.1.9 (28) dependabot
* Bump matplotlib from 3.3.1 to 3.3.2 (50) dependabot
* Bump sphinx-gallery from 0.8.0 to 0.8.1 (46) dependabot
* fix `robust` state issue when `vmin`, `vmax` specified (38) SarthakJariwala
* Bump matplotlib from 3.3.0 to 3.3.1 (22) dependabot
* Bump pytest-cov from 2.10.0 to 2.10.1 (26) dependabot
* Bump sphinx from 3.1.2 to 3.2.1 (23) dependabot
* Bump black from 19.10b0 to 20.8b1 (29) dependabot

What’s Changed

Some new utility features, testing and CI improvements

:rocket: Features

* scalebar properties can be set with parameters in `set_scalebar` (27) SarthakJariwala
* previously this was only possible by passing a dict to the `rc` parameter in `set_scalebar`
* add `gray` parameter to imgplot() (25) SarthakJariwala
* control colorbar orientation using `orientation` paramter (24) SarthakJariwala
* despine image and colorbar by default (24) SarthakJariwala
* available as a `despine` parameter in `imgplot` and `imghist`
* `isns.despine()` also available independently
* make colorbar ticks scientific using `isns.scientific_ticks()` (24) SarthakJariwala

:rotating_light: Testing

* Remove unnecessary parametrization to speed up the test suite (24) SarthakJariwala

:construction_worker: Continuous Integration

* Fix nox test session on windows, add it to github actions (21) SarthakJariwala

What’s Changed

:books: Documentation

* Revamp docs - new quickstart, how-to, gallery (5) SarthakJariwala

:rocket: Features

* Print image stats using `describe` parameter (20) SarthakJariwala
* Change `bins` parameter in `imghist` to `auto` (16) SarthakJariwala
* seaborn-image cmaps can now be set globally using `set_image` (15) SarthakJariwala
* Add `dimension` parameter for scale bar to all plot functions (11) SarthakJariwala

Dependencies

* Bump pytest from 5.4.3 to 6.0.1 (14) dependabot
* Create Dependabot config file (10) dependabot-preview
* Bump flake8-black from 0.2.0 to 0.2.1 (9) dependabot-preview
* Bump coverage from 5.2 to 5.2.1 (7) dependabot-preview
* Bump scipy from 1.5.1 to 1.5.2 (6) dependabot-preview

What’s Changed

:books: Documentation

* Improve function docs for all public functions (3) SarthakJariwala

:rocket: Features

* Add `imghist` function to view distribution along side the image (4) SarthakJariwala
* Visualize log of ffts post-filters using `fft` in `filterplot` (1) SarthakJariwala
* New filter method `difference_of_gaussians` available in `filterplot` (1) SarthakJariwala

:rotating_light: Testing

* Improve test coverage for `imgplot` and `filterplot`(1) SarthakJariwala
* Add tests for `_core.py` (2) SarthakJariwala

What's Changed?
Features
- New options to set context (like seaborn), scalebar properties, image properties, save properties using `set_context`, `set_scalebar`, `set_image`, `set_save_context`
- Any matplotlib rc parameter can be passed through context functions
- Option to reset to matplotlib defaults using `reset_defaults`
- `imgplot` does not require scalebar and scalebar_params parameter anymore
- `imgplot` and `filterplot` returns `fig, ax, data or filtered_data`
- Pass vmin, vmax to image plots
- Set colorbar ticks using `cbar_ticks` parameter in image plots
Tests
- Improve test coverage